From 13b6fb591a6b113faa83935d7f2675001e75e3bf Mon Sep 17 00:00:00 2001
From: Torsten Kilias <tkilias@users.noreply.github.com>
Date: Wed, 31 Jan 2024 17:00:25 +0100
Subject: [PATCH 1/2] #155: Added a Notebook Link Checker to Github Actions
 (#156)

---
 .github/workflows/check_notebook_links.yaml   |  22 +
 doc/changes/changes_0.1.0.md                  |   1 +
 .../notebook/sagemaker/sme_deploy_model.ipynb |   2 +-
 .../notebook/sagemaker/sme_introduction.ipynb |   2 +-
 poetry.lock                                   | 619 +++++++++++++++++-
 pyproject.toml                                |   3 +
 6 files changed, 632 insertions(+), 17 deletions(-)
 create mode 100644 .github/workflows/check_notebook_links.yaml

diff --git a/.github/workflows/check_notebook_links.yaml b/.github/workflows/check_notebook_links.yaml
new file mode 100644
index 00000000..cb622f3f
--- /dev/null
+++ b/.github/workflows/check_notebook_links.yaml
@@ -0,0 +1,22 @@
+name: Check Notebook Links
+
+on:
+  push:
+    branches-ignore:
+      - "main"
+
+jobs:
+  check_notebook_links:
+    runs-on: ubuntu-latest
+
+    steps:
+     - uses: actions/checkout@v3
+       with:
+         fetch-depth: 0
+     - name: Setup Python & Poetry Environment
+       uses: ./.github/actions/prepare_poetry_env
+
+     - name: Run build ai-lab tests
+       run: >
+         poetry run pytest --check-links exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/
+
diff --git a/doc/changes/changes_0.1.0.md b/doc/changes/changes_0.1.0.md
index a53160c4..273ed55e 100644
--- a/doc/changes/changes_0.1.0.md
+++ b/doc/changes/changes_0.1.0.md
@@ -34,6 +34,7 @@ Version: 0.1.0
 * #255: Renamed data science sandbox to exasol-ai-lab
 * #145: Added Docker Test Library to prepare Notebook tests
 * #151: Setup SageMaker Credentials for notebook testing in the CI
+* #155: Added a Notebook Link Checker to Github Actions
 
 ## Bug Fixes
 
diff --git a/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_deploy_model.ipynb b/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_deploy_model.ipynb
index d00cb919..e01dcbd9 100644
--- a/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_deploy_model.ipynb
+++ b/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_deploy_model.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# Model deployment\n",
     "\n",
-    "In this notebook, we will deploy the binary classification model created in the [previous notebook](train_model.ipynb) to a real-time AWS SageMaker endpoint. We will then use the model to make predictions on a test dataset. Please refer to the SageMaker Extension <a href=\"https://github.com/exasol/sagemaker-extension/blob/main/doc/user_guide/user_guide.md#prediction-on-aws-sagemaker-endpoint\" target=\"_blank\" rel=\"noopener\">User Guide</a> for a detailed description of this process.\n",
+    "In this notebook, we will deploy the binary classification model created in the [previous notebook](sme_train_model.ipynb) to a real-time AWS SageMaker endpoint. We will then use the model to make predictions on a test dataset. Please refer to the SageMaker Extension <a href=\"https://github.com/exasol/sagemaker-extension/blob/main/doc/user_guide/user_guide.md#prediction-on-aws-sagemaker-endpoint\" target=\"_blank\" rel=\"noopener\">User Guide</a> for a detailed description of this process.\n",
     "\n",
     "<b>Important! Please make sure you perform the last step - deletion of the endpoint. Leaving the endpoint in the cloud will incur continuous charges by AWS.</b>\n",
     "\n",
diff --git a/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_introduction.ipynb b/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_introduction.ipynb
index 6c566406..09006eeb 100644
--- a/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_introduction.ipynb
+++ b/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_introduction.ipynb
@@ -38,7 +38,7 @@
    "metadata": {},
    "source": [
     "The extension requires a number of initialization steps.\n",
-    "Please proceed to the [extension initialization](sme_int.ipynb) notebook."
+    "Please proceed to the [extension initialization](sme_init.ipynb) notebook."
    ]
   },
   {
diff --git a/poetry.lock b/poetry.lock
index 9738680c..9062c0bc 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,10 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
 
 [[package]]
 name = "ansible"
 version = "6.7.0"
 description = "Radically simple IT automation"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -18,6 +19,7 @@ ansible-core = ">=2.13.7,<2.14.0"
 name = "ansible-core"
 version = "2.13.10"
 description = "Radically simple IT automation"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -36,6 +38,7 @@ resolvelib = ">=0.5.3,<0.9.0"
 name = "ansible-runner"
 version = "2.3.3"
 description = "\"Consistent Ansible Python API and CLI with container and process isolation runtime capabilities\""
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -55,6 +58,7 @@ six = "*"
 name = "apispec"
 version = "6.3.0"
 description = "A pluggable API specification generator. Currently supports the OpenAPI Specification (f.k.a. the Swagger specification)."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -78,6 +82,7 @@ yaml = ["PyYAML (>=3.10)"]
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -96,6 +101,7 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "aws-sam-translator"
 version = "1.70.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
+category = "dev"
 optional = false
 python-versions = ">=3.7, <=4.0, !=4.0"
 files = [
@@ -104,18 +110,19 @@ files = [
 ]
 
 [package.dependencies]
-boto3 = ">=1.19.5,<2.dev0"
+boto3 = ">=1.19.5,<2.0.0"
 jsonschema = ">=3.2,<5"
 pydantic = ">=1.8,<2.0"
 typing-extensions = ">=4.4,<5"
 
 [package.extras]
-dev = ["black (==23.1.0)", "boto3 (>=1.23,<2)", "boto3-stubs[appconfig,serverlessrepo] (>=1.19.5,<2.dev0)", "coverage (>=5.3,<8)", "dateparser (>=1.1,<2.0)", "importlib-metadata", "mypy (>=1.1.0,<1.2.0)", "parameterized (>=0.7,<1.0)", "pytest (>=6.2,<8)", "pytest-cov (>=2.10,<5)", "pytest-env (>=0.6,<1)", "pytest-rerunfailures (>=9.1,<12)", "pytest-xdist (>=2.5,<4)", "pyyaml (>=6.0,<7.0)", "requests (>=2.28,<3.0)", "ruamel.yaml (==0.17.21)", "ruff (==0.0.263)", "tenacity (>=8.0,<9.0)", "types-PyYAML (>=6.0,<7.0)", "types-jsonschema (>=3.2,<4.0)"]
+dev = ["black (==23.1.0)", "boto3 (>=1.23,<2)", "boto3-stubs[appconfig,serverlessrepo] (>=1.19.5,<2.0.0)", "coverage (>=5.3,<8)", "dateparser (>=1.1,<2.0)", "importlib-metadata", "mypy (>=1.1.0,<1.2.0)", "parameterized (>=0.7,<1.0)", "pytest (>=6.2,<8)", "pytest-cov (>=2.10,<5)", "pytest-env (>=0.6,<1)", "pytest-rerunfailures (>=9.1,<12)", "pytest-xdist (>=2.5,<4)", "pyyaml (>=6.0,<7.0)", "requests (>=2.28,<3.0)", "ruamel.yaml (==0.17.21)", "ruff (==0.0.263)", "tenacity (>=8.0,<9.0)", "types-PyYAML (>=6.0,<7.0)", "types-jsonschema (>=3.2,<4.0)"]
 
 [[package]]
 name = "bcrypt"
 version = "4.0.1"
 description = "Modern password hashing for your software and your servers"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -146,10 +153,52 @@ files = [
 tests = ["pytest (>=3.2.1,!=3.3.0)"]
 typecheck = ["mypy"]
 
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.3"
+description = "Screen-scraping library"
+category = "dev"
+optional = false
+python-versions = ">=3.6.0"
+files = [
+    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
+    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
+]
+
+[package.dependencies]
+soupsieve = ">1.2"
+
+[package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
+[[package]]
+name = "bleach"
+version = "6.1.0"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "bleach-6.1.0-py3-none-any.whl", hash = "sha256:3225f354cfc436b9789c66c4ee030194bee0568fbf9cbdad3bc8b5c26c5f12b6"},
+    {file = "bleach-6.1.0.tar.gz", hash = "sha256:0a31f1837963c41d46bbf1331b8778e1308ea0791db03cc4e7357b97cf42a8fe"},
+]
+
+[package.dependencies]
+six = ">=1.9.0"
+webencodings = "*"
+
+[package.extras]
+css = ["tinycss2 (>=1.1.0,<1.3)"]
+
 [[package]]
 name = "boto3"
 version = "1.27.0"
 description = "The AWS SDK for Python"
+category = "main"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -169,6 +218,7 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 name = "botocore"
 version = "1.30.0"
 description = "Low-level, data-driven core of boto 3."
+category = "main"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -188,6 +238,7 @@ crt = ["awscrt (==0.16.9)"]
 name = "cachetools"
 version = "3.1.1"
 description = "Extensible memoizing collections and decorators"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -199,6 +250,7 @@ files = [
 name = "certifi"
 version = "2023.5.7"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -210,6 +262,7 @@ files = [
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -286,6 +339,7 @@ pycparser = "*"
 name = "cfn-lint"
 version = "0.65.1"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
+category = "dev"
 optional = false
 python-versions = ">=3.7, <=4.0, !=4.0"
 files = [
@@ -307,6 +361,7 @@ sarif-om = ">=1.0.4,<1.1.0"
 name = "chardet"
 version = "4.0.0"
 description = "Universal encoding detector for Python 2 and 3"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -318,6 +373,7 @@ files = [
 name = "click"
 version = "8.1.3"
 description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -332,6 +388,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -343,6 +400,7 @@ files = [
 name = "commonmark"
 version = "0.9.1"
 description = "Python parser for the CommonMark Markdown spec"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -357,6 +415,7 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 name = "cryptography"
 version = "41.0.1"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -398,6 +457,7 @@ test-randomorder = ["pytest-randomly"]
 name = "deepdiff"
 version = "6.3.0"
 description = "Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -412,10 +472,23 @@ ordered-set = ">=4.0.2,<4.2.0"
 cli = ["click (==8.1.3)", "pyyaml (==6.0)"]
 optimize = ["orjson"]
 
+[[package]]
+name = "defusedxml"
+version = "0.7.1"
+description = "XML bomb protection for Python stdlib modules"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
+    {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
+]
+
 [[package]]
 name = "deprecated"
 version = "1.2.14"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -433,6 +506,7 @@ dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 name = "dill"
 version = "0.3.2"
 description = "serialize all of python"
+category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*"
 files = [
@@ -446,6 +520,7 @@ graph = ["objgraph (>=1.7.2)"]
 name = "dnslib"
 version = "0.9.23"
 description = "Simple library to encode/decode DNS wire-format packets"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -458,6 +533,7 @@ files = [
 name = "dnspython"
 version = "2.3.0"
 description = "DNS toolkit"
+category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -478,6 +554,7 @@ wmi = ["wmi (>=1.5.1,<2.0.0)"]
 name = "docker"
 version = "5.0.3"
 description = "A Python library for the Docker Engine API."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -497,6 +574,7 @@ tls = ["cryptography (>=3.4.7)", "idna (>=2.0.0)", "pyOpenSSL (>=17.5.0)"]
 name = "docutils"
 version = "0.20.1"
 description = "Docutils -- Python Documentation Utilities"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -508,6 +586,7 @@ files = [
 name = "ecdsa"
 version = "0.18.0"
 description = "ECDSA cryptographic signature library (pure python)"
+category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -526,6 +605,7 @@ gmpy2 = ["gmpy2"]
 name = "exasol-error-reporting-python"
 version = "0.2.0"
 description = "Exasol Python Error Reporting"
+category = "main"
 optional = false
 python-versions = ">=3.6.1,<4.0"
 files = []
@@ -541,6 +621,7 @@ resolved_reference = "e21f181502b32f18d09660dde84cc20159c27b29"
 name = "exasol-integration-test-docker-environment"
 version = "0.11.0"
 description = "Integration Test Docker Environment for Exasol"
+category = "main"
 optional = false
 python-versions = ">=3.8,<4"
 files = [
@@ -570,6 +651,7 @@ url = "https://github.com/exasol/integration-test-docker-environment/releases/do
 name = "exasol-script-languages-container-ci"
 version = "0.4.0"
 description = "Implements CI builds for script-language-container."
+category = "main"
 optional = false
 python-versions = ">=3.8.0,<4.0"
 files = [
@@ -591,6 +673,7 @@ url = "https://github.com/exasol/script-languages-container-ci/releases/download
 name = "exasol-script-languages-container-ci-setup"
 version = "0.5.0"
 description = "Manages AWS cloud CI build infrastructure."
+category = "main"
 optional = false
 python-versions = ">=3.8.0,<4.0"
 files = [
@@ -615,6 +698,7 @@ url = "https://github.com/exasol/script-languages-container-ci-setup/releases/do
 name = "exasol-script-languages-container-tool"
 version = "0.14.0"
 description = "Script Languages Container Tool"
+category = "main"
 optional = false
 python-versions = ">=3.8,<4"
 files = [
@@ -634,6 +718,7 @@ url = "https://github.com/exasol/script-languages-container-tool/releases/downlo
 name = "exasol-script-languages-release"
 version = "5.0.0"
 description = "Script Languages Release"
+category = "main"
 optional = false
 python-versions = ">=3.8,<4"
 files = []
@@ -654,6 +739,7 @@ resolved_reference = "f56c64c52a91b3d5fcf45d6f11330b5825198b79"
 name = "exceptiongroup"
 version = "1.1.2"
 description = "Backport of PEP 654 (exception groups)"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -668,6 +754,7 @@ test = ["pytest (>=6)"]
 name = "fabric"
 version = "2.7.1"
 description = "High level SSH command execution"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -684,10 +771,26 @@ pathlib2 = "*"
 pytest = ["mock (>=2.0.0,<3.0)", "pytest (>=3.2.5,<4.0)"]
 testing = ["mock (>=2.0.0,<3.0)"]
 
+[[package]]
+name = "fastjsonschema"
+version = "2.19.1"
+description = "Fastest Python implementation of JSON schema"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "fastjsonschema-2.19.1-py3-none-any.whl", hash = "sha256:3672b47bc94178c9f23dbb654bf47440155d4db9df5f7bc47643315f9c405cd0"},
+    {file = "fastjsonschema-2.19.1.tar.gz", hash = "sha256:e3126a94bdc4623d3de4485f8d468a12f02a67921315ddc87836d6e456dc789d"},
+]
+
+[package.extras]
+devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
+
 [[package]]
 name = "gitdb"
 version = "4.0.10"
 description = "Git Object Database"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -702,6 +805,7 @@ smmap = ">=3.0.1,<6"
 name = "gitpython"
 version = "3.1.31"
 description = "GitPython is a Python library used to interact with Git repositories"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -712,10 +816,33 @@ files = [
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
+[[package]]
+name = "html5lib"
+version = "1.1"
+description = "HTML parser based on the WHATWG HTML specification"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "html5lib-1.1-py2.py3-none-any.whl", hash = "sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d"},
+    {file = "html5lib-1.1.tar.gz", hash = "sha256:b2e5b40261e20f354d198eae92afc10d750afb487ed5e50f9c4eaf07c184146f"},
+]
+
+[package.dependencies]
+six = ">=1.9"
+webencodings = "*"
+
+[package.extras]
+all = ["chardet (>=2.2)", "genshi", "lxml"]
+chardet = ["chardet (>=2.2)"]
+genshi = ["genshi"]
+lxml = ["lxml"]
+
 [[package]]
 name = "humanfriendly"
 version = "10.0"
 description = "Human friendly output for text interfaces using Python"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -730,6 +857,7 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 name = "idna"
 version = "2.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -741,6 +869,7 @@ files = [
 name = "importlib-metadata"
 version = "6.2.1"
 description = "Read metadata from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -760,6 +889,7 @@ testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packag
 name = "importlib-resources"
 version = "5.12.0"
 description = "Read resources from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -778,6 +908,7 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -789,6 +920,7 @@ files = [
 name = "invoke"
 version = "1.7.3"
 description = "Pythonic task execution"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -800,6 +932,7 @@ files = [
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -817,6 +950,7 @@ i18n = ["Babel (>=2.7)"]
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -828,6 +962,7 @@ files = [
 name = "jschema-to-python"
 version = "1.2.3"
 description = "Generate source code for Python classes from a JSON schema."
+category = "dev"
 optional = false
 python-versions = ">= 2.7"
 files = [
@@ -844,6 +979,7 @@ pbr = "*"
 name = "jsonpatch"
 version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
@@ -858,6 +994,7 @@ jsonpointer = ">=1.9"
 name = "jsonpickle"
 version = "3.0.1"
 description = "Python library for serializing any arbitrary object graph into JSON"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -874,6 +1011,7 @@ testing-libs = ["simplejson", "ujson"]
 name = "jsonpointer"
 version = "2.4"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
@@ -885,6 +1023,7 @@ files = [
 name = "jsonschema"
 version = "3.2.0"
 description = "An implementation of JSON Schema validation for Python"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -906,6 +1045,7 @@ format-nongpl = ["idna", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-va
 name = "junit-xml"
 version = "1.9"
 description = "Creates JUnit XML test result documents that can be read by tools such as Jenkins"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -916,10 +1056,68 @@ files = [
 [package.dependencies]
 six = "*"
 
+[[package]]
+name = "jupyter-client"
+version = "8.6.0"
+description = "Jupyter protocol implementation and client libraries"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jupyter_client-8.6.0-py3-none-any.whl", hash = "sha256:909c474dbe62582ae62b758bca86d6518c85234bdee2d908c778db6d72f39d99"},
+    {file = "jupyter_client-8.6.0.tar.gz", hash = "sha256:0642244bb83b4764ae60d07e010e15f0e2d275ec4e918a8f7b80fbbef3ca60c7"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+python-dateutil = ">=2.8.2"
+pyzmq = ">=23.0"
+tornado = ">=6.2"
+traitlets = ">=5.3"
+
+[package.extras]
+docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
+
+[[package]]
+name = "jupyter-core"
+version = "5.7.1"
+description = "Jupyter core package. A base package on which Jupyter projects rely."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jupyter_core-5.7.1-py3-none-any.whl", hash = "sha256:c65c82126453a723a2804aa52409930434598fd9d35091d63dfb919d2b765bb7"},
+    {file = "jupyter_core-5.7.1.tar.gz", hash = "sha256:de61a9d7fc71240f688b2fb5ab659fbb56979458dc66a71decd098e03c79e218"},
+]
+
+[package.dependencies]
+platformdirs = ">=2.5"
+pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+traitlets = ">=5.3"
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
+test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+
+[[package]]
+name = "jupyterlab-pygments"
+version = "0.3.0"
+description = "Pygments theme using JupyterLab CSS variables"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"},
+    {file = "jupyterlab_pygments-0.3.0.tar.gz", hash = "sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d"},
+]
+
 [[package]]
 name = "localstack"
 version = "0.14.5"
 description = "LocalStack - A fully functional local Cloud stack"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -954,6 +1152,7 @@ test = ["coverage[toml] (>=5.5)", "deepdiff (>=5.5.0)", "jsonpath-ng (>=1.5.3)",
 name = "localstack-client"
 version = "2.2"
 description = "A lightweight Python client for LocalStack."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -970,6 +1169,7 @@ test = ["black", "coverage", "flake8", "isort", "localstack", "pytest"]
 name = "localstack-ext"
 version = "0.14.5"
 description = "Extensions for LocalStack"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -999,6 +1199,7 @@ test-overrides = ["moto-ext[all] (>=3.1.10)"]
 name = "lockfile"
 version = "0.12.2"
 description = "Platform-independent file locking module"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1010,6 +1211,7 @@ files = [
 name = "luigi"
 version = "3.3.0"
 description = "Workflow mgmgt + task scheduling + dependency resolution."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1031,6 +1233,7 @@ toml = ["toml (<2.0.0)"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1054,16 +1257,6 @@ files = [
     {file = "MarkupSafe-2.1.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:5bbe06f8eeafd38e5d0a4894ffec89378b6c6a625ff57e3028921f8ff59318ac"},
     {file = "MarkupSafe-2.1.3-cp311-cp311-win32.whl", hash = "sha256:dd15ff04ffd7e05ffcb7fe79f1b98041b8ea30ae9234aed2a9168b5797c3effb"},
     {file = "MarkupSafe-2.1.3-cp311-cp311-win_amd64.whl", hash = "sha256:134da1eca9ec0ae528110ccc9e48041e0828d79f24121a1a146161103c76e686"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:f698de3fd0c4e6972b92290a45bd9b1536bffe8c6759c62471efaa8acb4c37bc"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:aa57bd9cf8ae831a362185ee444e15a93ecb2e344c8e52e4d721ea3ab6ef1823"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ffcc3f7c66b5f5b7931a5aa68fc9cecc51e685ef90282f4a82f0f5e9b704ad11"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47d4f1c5f80fc62fdd7777d0d40a2e9dda0a05883ab11374334f6c4de38adffd"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1f67c7038d560d92149c060157d623c542173016c4babc0c1913cca0564b9939"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:9aad3c1755095ce347e26488214ef77e0485a3c34a50c5a5e2471dff60b9dd9c"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:14ff806850827afd6b07a5f32bd917fb7f45b046ba40c57abdb636674a8b559c"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8f9293864fe09b8149f0cc42ce56e3f0e54de883a9de90cd427f191c346eb2e1"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-win32.whl", hash = "sha256:715d3562f79d540f251b99ebd6d8baa547118974341db04f5ad06d5ea3eb8007"},
-    {file = "MarkupSafe-2.1.3-cp312-cp312-win_amd64.whl", hash = "sha256:1b8dd8c3fd14349433c79fa8abeb573a55fc0fdd769133baac1f5e07abf54aeb"},
     {file = "MarkupSafe-2.1.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:8e254ae696c88d98da6555f5ace2279cf7cd5b3f52be2b5cf97feafe883b58d2"},
     {file = "MarkupSafe-2.1.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb0932dc158471523c9637e807d9bfb93e06a95cbf010f1a38b98623b929ef2b"},
     {file = "MarkupSafe-2.1.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9402b03f1a1b4dc4c19845e5c749e3ab82d5078d16a2a4c2cd2df62d57bb0707"},
@@ -1096,10 +1289,107 @@ files = [
     {file = "MarkupSafe-2.1.3.tar.gz", hash = "sha256:af598ed32d6ae86f1b747b82783958b1a4ab8f617b06fe68795c7f026abbdcad"},
 ]
 
+[[package]]
+name = "mistune"
+version = "3.0.2"
+description = "A sane and fast Markdown parser with useful plugins and renderers"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mistune-3.0.2-py3-none-any.whl", hash = "sha256:71481854c30fdbc938963d3605b72501f5c10a9320ecd412c121c163a1c7d205"},
+    {file = "mistune-3.0.2.tar.gz", hash = "sha256:fc7f93ded930c92394ef2cb6f04a8aabab4117a91449e72dcc8dfa646a508be8"},
+]
+
+[[package]]
+name = "nbclient"
+version = "0.9.0"
+description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
+category = "dev"
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "nbclient-0.9.0-py3-none-any.whl", hash = "sha256:a3a1ddfb34d4a9d17fc744d655962714a866639acd30130e9be84191cd97cd15"},
+    {file = "nbclient-0.9.0.tar.gz", hash = "sha256:4b28c207877cf33ef3a9838cdc7a54c5ceff981194a82eac59d558f05487295e"},
+]
+
+[package.dependencies]
+jupyter-client = ">=6.1.12"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+nbformat = ">=5.1"
+traitlets = ">=5.4"
+
+[package.extras]
+dev = ["pre-commit"]
+docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
+
+[[package]]
+name = "nbconvert"
+version = "7.14.2"
+description = "Converting Jupyter Notebooks"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "nbconvert-7.14.2-py3-none-any.whl", hash = "sha256:db28590cef90f7faf2ebbc71acd402cbecf13d29176df728c0a9025a49345ea1"},
+    {file = "nbconvert-7.14.2.tar.gz", hash = "sha256:a7f8808fd4e082431673ac538400218dd45efd076fbeb07cc6e5aa5a3a4e949e"},
+]
+
+[package.dependencies]
+beautifulsoup4 = "*"
+bleach = "!=5.0.0"
+defusedxml = "*"
+importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
+jinja2 = ">=3.0"
+jupyter-core = ">=4.7"
+jupyterlab-pygments = "*"
+markupsafe = ">=2.0"
+mistune = ">=2.0.3,<4"
+nbclient = ">=0.5.0"
+nbformat = ">=5.7"
+packaging = "*"
+pandocfilters = ">=1.4.1"
+pygments = ">=2.4.1"
+tinycss2 = "*"
+traitlets = ">=5.1"
+
+[package.extras]
+all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
+docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)", "sphinxcontrib-spelling"]
+qtpdf = ["nbconvert[qtpng]"]
+qtpng = ["pyqtwebengine (>=5.15)"]
+serve = ["tornado (>=6.1)"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest"]
+webpdf = ["playwright"]
+
+[[package]]
+name = "nbformat"
+version = "5.9.2"
+description = "The Jupyter Notebook format"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "nbformat-5.9.2-py3-none-any.whl", hash = "sha256:1c5172d786a41b82bcfd0c23f9e6b6f072e8fb49c39250219e4acfff1efe89e9"},
+    {file = "nbformat-5.9.2.tar.gz", hash = "sha256:5f98b5ba1997dff175e77e0c17d5c10a96eaed2cbd1de3533d1fc35d5e111192"},
+]
+
+[package.dependencies]
+fastjsonschema = "*"
+jsonschema = ">=2.6"
+jupyter-core = "*"
+traitlets = ">=5.1"
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["pep440", "pre-commit", "pytest", "testpath"]
+
 [[package]]
 name = "netaddr"
 version = "0.8.0"
 description = "A network address manipulation library for Python"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1111,6 +1401,7 @@ files = [
 name = "networkx"
 version = "2.8.8"
 description = "Python package for creating and manipulating graphs and networks"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1129,6 +1420,7 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 name = "numpy"
 version = "1.24.4"
 description = "Fundamental package for array computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1166,6 +1458,7 @@ files = [
 name = "numpy"
 version = "1.25.0"
 description = "Fundamental package for array computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1200,6 +1493,7 @@ files = [
 name = "ordered-set"
 version = "4.1.0"
 description = "An OrderedSet is a custom MutableSet that remembers its order, so that every"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1214,6 +1508,7 @@ dev = ["black", "mypy", "pytest"]
 name = "packaging"
 version = "23.1"
 description = "Core utilities for Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1225,6 +1520,7 @@ files = [
 name = "pandas"
 version = "1.5.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1260,8 +1556,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
     {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
 ]
 python-dateutil = ">=2.8.1"
 pytz = ">=2020.1"
@@ -1269,10 +1565,23 @@ pytz = ">=2020.1"
 [package.extras]
 test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 
+[[package]]
+name = "pandocfilters"
+version = "1.5.1"
+description = "Utilities for writing pandoc filters in python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "pandocfilters-1.5.1-py2.py3-none-any.whl", hash = "sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc"},
+    {file = "pandocfilters-1.5.1.tar.gz", hash = "sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e"},
+]
+
 [[package]]
 name = "paramiko"
 version = "3.2.0"
 description = "SSH2 protocol library"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1294,6 +1603,7 @@ invoke = ["invoke (>=2.0)"]
 name = "pathlib2"
 version = "2.3.7.post1"
 description = "Object-oriented filesystem paths"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1308,6 +1618,7 @@ six = "*"
 name = "pbr"
 version = "5.11.1"
 description = "Python Build Reasonableness"
+category = "dev"
 optional = false
 python-versions = ">=2.6"
 files = [
@@ -1319,6 +1630,7 @@ files = [
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1329,10 +1641,27 @@ files = [
 [package.dependencies]
 ptyprocess = ">=0.5"
 
+[[package]]
+name = "platformdirs"
+version = "4.2.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "platformdirs-4.2.0-py3-none-any.whl", hash = "sha256:0614df2a2f37e1a662acbd8e2b25b92ccf8632929bc6d43467e17fe89c75e068"},
+    {file = "platformdirs-4.2.0.tar.gz", hash = "sha256:ef0cc731df711022c174543cb70a9b5bd22e5a9337c8624ef2c2ceb8ddad8768"},
+]
+
+[package.extras]
+docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+
 [[package]]
 name = "pluggy"
 version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1348,6 +1677,7 @@ testing = ["pytest", "pytest-benchmark"]
 name = "plux"
 version = "1.3.2"
 description = "A dynamic code loading framework for building pluggable Python distributions"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1365,6 +1695,7 @@ dev = ["black (==21.6b0)", "isort (==5.9.1)", "pytest (==6.2.4)"]
 name = "psutil"
 version = "5.9.5"
 description = "Cross-platform lib for process and system monitoring in Python."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1391,6 +1722,7 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1402,6 +1734,7 @@ files = [
 name = "pyaes"
 version = "1.6.1"
 description = "Pure-Python Implementation of the AES block-cipher and common modes of operation"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1412,6 +1745,7 @@ files = [
 name = "pyasn1"
 version = "0.5.0"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -1423,6 +1757,7 @@ files = [
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1434,6 +1769,7 @@ files = [
 name = "pydantic"
 version = "1.10.10"
 description = "Data validation and settings management using python type hints"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1486,6 +1822,7 @@ email = ["email-validator (>=1.0.3)"]
 name = "pydot"
 version = "1.4.2"
 description = "Python interface to Graphviz's Dot"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1500,6 +1837,7 @@ pyparsing = ">=2.1.4"
 name = "pygithub"
 version = "1.59.0"
 description = "Use the full Github API v3"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1517,6 +1855,7 @@ requests = ">=2.14.0"
 name = "pygments"
 version = "2.15.1"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1531,6 +1870,7 @@ plugins = ["importlib-metadata"]
 name = "pyjwt"
 version = "2.7.0"
 description = "JSON Web Token implementation in Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1551,6 +1891,7 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pynacl"
 version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1577,6 +1918,7 @@ tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
 name = "pyparsing"
 version = "3.1.0"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -1591,6 +1933,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyreadline3"
 version = "3.4.1"
 description = "A python implementation of GNU readline."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1602,6 +1945,7 @@ files = [
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 version = "0.19.3"
 description = "Persistent/Functional/Immutable data structures"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1638,6 +1982,7 @@ files = [
 name = "pytest"
 version = "7.4.0"
 description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1656,10 +2001,35 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 [package.extras]
 testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pytest-check-links"
+version = "0.9.0"
+description = "Check links in files"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.dependencies]
+docutils = "*"
+html5lib = "*"
+nbconvert = "*"
+nbformat = "*"
+pytest = ">=7.0"
+requests = "*"
+
+[package.extras]
+cache = ["requests-cache (>=0.9.7)"]
+test = ["flaky", "pre-commit", "requests-cache (>=0.9.7)"]
+
 [[package]]
 name = "pytest-mock"
 version = "3.11.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1677,6 +2047,7 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 name = "python-daemon"
 version = "3.0.1"
 description = "Library to implement a well-behaved Unix daemon process."
+category = "main"
 optional = false
 python-versions = ">=3"
 files = [
@@ -1697,6 +2068,7 @@ test = ["coverage", "docutils", "testscenarios (>=0.4)", "testtools"]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1711,6 +2083,7 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "1.0.0"
 description = "Read key-value pairs from a .env file and set them as environment variables"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1725,6 +2098,7 @@ cli = ["click (>=5.0)"]
 name = "python-jose"
 version = "3.3.0"
 description = "JOSE implementation in Python"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1747,6 +2121,7 @@ pycryptodome = ["pyasn1", "pycryptodome (>=3.3.1,<4.0.0)"]
 name = "pytz"
 version = "2023.3"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1754,10 +2129,35 @@ files = [
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 ]
 
+[[package]]
+name = "pywin32"
+version = "306"
+description = "Python for Window Extensions"
+category = "dev"
+optional = false
+python-versions = "*"
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 version = "6.0"
 description = "YAML parser and emitter for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "pyzmq-25.1.2-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:3516e0b6224cf6e43e341d56da15fd33bdc37fa0c06af4f029f7d7dfceceabbc"},
+    {file = "pyzmq-25.1.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:146b9b1f29ead41255387fb07be56dc29639262c0f7344f570eecdcd8d683314"},
+    {file = "pyzmq-25.1.2.tar.gz", hash = "sha256:93f1aa311e8bb912e34f004cf186407a4e90eec4f0ecc0efd26056bf7eda0226"},
+]
+
+[package.dependencies]
+cffi = {version = "*", markers = "implementation_name == \"pypy\""}
+
 [[package]]
 name = "requests"
 version = "2.25.1"
 description = "Python HTTP for Humans."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -1828,6 +2335,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
 name = "resolvelib"
 version = "0.8.1"
 description = "Resolve abstract dependencies into concrete ones"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1845,6 +2353,7 @@ test = ["commentjson", "packaging", "pytest"]
 name = "rich"
 version = "12.6.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+category = "main"
 optional = false
 python-versions = ">=3.6.3,<4.0.0"
 files = [
@@ -1864,6 +2373,7 @@ jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
 name = "rsa"
 version = "4.9"
 description = "Pure-Python RSA implementation"
+category = "dev"
 optional = false
 python-versions = ">=3.6,<4"
 files = [
@@ -1878,6 +2388,7 @@ pyasn1 = ">=0.1.3"
 name = "s3transfer"
 version = "0.6.1"
 description = "An Amazon S3 Transfer Manager"
+category = "main"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -1895,6 +2406,7 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 name = "sarif-om"
 version = "1.0.4"
 description = "Classes implementing the SARIF 2.1.0 object model."
+category = "dev"
 optional = false
 python-versions = ">= 2.7"
 files = [
@@ -1910,6 +2422,7 @@ pbr = "*"
 name = "semver"
 version = "3.0.1"
 description = "Python helper for Semantic Versioning (https://semver.org)"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1921,6 +2434,7 @@ files = [
 name = "setuptools"
 version = "68.0.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1937,6 +2451,7 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
 name = "simplejson"
 version = "3.19.1"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
+category = "main"
 optional = false
 python-versions = ">=2.5, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2031,6 +2546,7 @@ files = [
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2042,6 +2558,7 @@ files = [
 name = "smmap"
 version = "5.0.0"
 description = "A pure Python implementation of a sliding window memory map manager"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2049,10 +2566,23 @@ files = [
     {file = "smmap-5.0.0.tar.gz", hash = "sha256:c840e62059cd3be204b0c9c9f74be2c09d5648eddd4580d9314c3ecde0b30936"},
 ]
 
+[[package]]
+name = "soupsieve"
+version = "2.5"
+description = "A modern CSS selector implementation for Beautiful Soup."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
+    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
+]
+
 [[package]]
 name = "stevedore"
 version = "5.1.0"
 description = "Manage dynamic plugins for Python applications"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2067,6 +2597,7 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 name = "stopwatch-py"
 version = "2.0.1"
 description = "A simple stopwatch for python"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2078,6 +2609,7 @@ files = [
 name = "tabulate"
 version = "0.9.0"
 description = "Pretty-print tabular data"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2092,6 +2624,7 @@ widechars = ["wcwidth"]
 name = "tailer"
 version = "0.4.1"
 description = "Python tail is a simple implementation of GNU tail and head."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2102,6 +2635,7 @@ files = [
 name = "tenacity"
 version = "8.2.3"
 description = "Retry code until it succeeds"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2112,10 +2646,30 @@ files = [
 [package.extras]
 doc = ["reno", "sphinx", "tornado (>=4.5)"]
 
+[[package]]
+name = "tinycss2"
+version = "1.2.1"
+description = "A tiny CSS parser"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tinycss2-1.2.1-py3-none-any.whl", hash = "sha256:2b80a96d41e7c3914b8cda8bc7f705a4d9c49275616e886103dd839dfc847847"},
+    {file = "tinycss2-1.2.1.tar.gz", hash = "sha256:8cff3a8f066c2ec677c06dbc7b45619804a6938478d9d73c284b29d14ecb0627"},
+]
+
+[package.dependencies]
+webencodings = ">=0.4"
+
+[package.extras]
+doc = ["sphinx", "sphinx_rtd_theme"]
+test = ["flake8", "isort", "pytest"]
+
 [[package]]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2127,6 +2681,7 @@ files = [
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2138,6 +2693,7 @@ files = [
 name = "tornado"
 version = "6.3.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -2154,10 +2710,27 @@ files = [
     {file = "tornado-6.3.2.tar.gz", hash = "sha256:4b927c4f19b71e627b13f3db2324e4ae660527143f9e1f2e2fb404f3a187e2ba"},
 ]
 
+[[package]]
+name = "traitlets"
+version = "5.14.1"
+description = "Traitlets Python configuration system"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "traitlets-5.14.1-py3-none-any.whl", hash = "sha256:2e5a030e6eff91737c643231bfcf04a65b0132078dad75e4936700b213652e74"},
+    {file = "traitlets-5.14.1.tar.gz", hash = "sha256:8585105b371a04b8316a43d5ce29c098575c2e477850b62b848b964f1444527e"},
+]
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2169,6 +2742,7 @@ files = [
 name = "urllib3"
 version = "1.26.16"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -2181,10 +2755,23 @@ brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
+
 [[package]]
 name = "websocket-client"
 version = "1.6.1"
 description = "WebSocket client for Python with low level API options"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2201,6 +2788,7 @@ test = ["websockets"]
 name = "wrapt"
 version = "1.15.0"
 description = "Module for decorators, wrappers and monkey patching."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 files = [
@@ -2285,6 +2873,7 @@ files = [
 name = "zipp"
 version = "3.15.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2299,4 +2888,4 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.0,<4.0"
-content-hash = "15c8ca8f81bdf24021b68176ec82d6487f07fad7af30134ad263b35b9af7c437"
+content-hash = "7bcda39308322d40cdfb7522d07068015964126634033d6f51cf5ea6e0cde920"
diff --git a/pyproject.toml b/pyproject.toml
index 32ed862b..7efca369 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,6 +40,9 @@ pandas = "^1.4.0"
 humanfriendly = "^10.0"
 tenacity = "^8.2.3"
 
+[tool.poetry.group.dev.dependencies]
+pytest-check-links = "^0.9.0"
+
 [build-system]
 requires = ["poetry_core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"

From 71c8db120c633e6249c72acdd06de831b367b434 Mon Sep 17 00:00:00 2001
From: Torsten Kilias <tkilias@users.noreply.github.com>
Date: Wed, 31 Jan 2024 18:26:24 +0100
Subject: [PATCH 2/2] #157: Added link checker for the documentation (#158)

---
 .../workflows/check_documentation_links.yaml  | 23 +++++++++++++++++++
 doc/changes/changes_0.1.0.md                  |  1 +
 doc/developer_guide/notebooks.md              |  6 ++---
 3 files changed, 27 insertions(+), 3 deletions(-)
 create mode 100644 .github/workflows/check_documentation_links.yaml

diff --git a/.github/workflows/check_documentation_links.yaml b/.github/workflows/check_documentation_links.yaml
new file mode 100644
index 00000000..b7d33cbe
--- /dev/null
+++ b/.github/workflows/check_documentation_links.yaml
@@ -0,0 +1,23 @@
+name: Check Documentation Links
+
+on:
+  push:
+    branches-ignore:
+      - "main"
+
+jobs:
+  check_documentation_links:
+    runs-on: ubuntu-latest
+
+    steps:
+     - uses: actions/checkout@v3
+       with:
+         fetch-depth: 0
+
+     - name: Link Checker
+       id: lychee
+       uses: lycheeverse/lychee-action@v1.9.0
+       with:
+         fail: true
+         args: --verbose --no-progress 'doc/**/*.md' 'README.md'
+
diff --git a/doc/changes/changes_0.1.0.md b/doc/changes/changes_0.1.0.md
index 273ed55e..2e4ead15 100644
--- a/doc/changes/changes_0.1.0.md
+++ b/doc/changes/changes_0.1.0.md
@@ -35,6 +35,7 @@ Version: 0.1.0
 * #145: Added Docker Test Library to prepare Notebook tests
 * #151: Setup SageMaker Credentials for notebook testing in the CI
 * #155: Added a Notebook Link Checker to Github Actions
+* #157: Added link checker for the documentation
 
 ## Bug Fixes
 
diff --git a/doc/developer_guide/notebooks.md b/doc/developer_guide/notebooks.md
index d11b3523..b71ed8a9 100644
--- a/doc/developer_guide/notebooks.md
+++ b/doc/developer_guide/notebooks.md
@@ -7,12 +7,12 @@ Please add or update the notebook files in folder [exasol/ds/sandbox/runtime/ans
 ## Notebook Testing
 
 We are running tests for the notebooks in the Docker Edition of the AI Lab. For this we are creating a Docker test setup in 
-[test_notebooks_in_dss_docker_image.py](test/integration/test_notebooks_in_dss_docker_image.py) which installs test libraries into the AI Lab Docker Image.
-It further creates a new test and Docker Container for each notebook test in [test/notebooks](test/notebooks). 
+[test_notebooks_in_dss_docker_image.py](../../test/notebook_test_runner/test_notebooks_in_dss_docker_image.py) which installs test libraries into the AI Lab Docker Image.
+It further creates a new test and Docker Container for each notebook test in [test/notebooks](../../test/notebooks). 
 Notebook test names need to fit the pattern `nbtest_*.py`, to prevent pytest running them outside of Docker setup.
 
 Environment variables with the prefix `NBTEST_` with which you call
-[test_notebooks_in_dss_docker_image.py](test/integration/test_notebooks_in_dss_docker_image.py) are forwarded 
+[test_notebooks_in_dss_docker_image.py](../../test/notebook_test_runner/test_notebooks_in_dss_docker_image.py) are forwarded 
 into the Docker container and to the notebook test. You can use this to forward secrets to the notebook tests.
 
 By default all created containers and images are removed after running the tests regardless of success or failure.